Zobrazeno 1 - 10
of 168
pro vyhledávání: '"short-term wind power prediction"'
Publikováno v:
IEEE Access, Vol 12, Pp 60058-60069 (2024)
Accurate wind power prediction helps to stabilize the operation of the power system, improve the utilization rate of renewable energy, reduce dependence on traditional energy, and achieve sustainable energy development. An ultra short-term wind power
Externí odkaz:
https://doaj.org/article/bf2e62240dd54733872f0afc98039021
Autor:
Mengling Zhao, Xuan Zhou
Publikováno v:
IEEE Access, Vol 12, Pp 50755-50778 (2024)
To effectively mitigate and address the impact of wind power uncertainty on the efficient operation of the power grid, this study proposes a novel multi-step short-term wind power prediction model based on complementary ensemble empirical modal decom
Externí odkaz:
https://doaj.org/article/4abd5698c34140a696ee0c4849f39fd7
Publikováno v:
Frontiers in Energy Research, Vol 12 (2024)
The temporal variation of wind power is primarily influenced by wind speed, exhibiting high levels of randomness and fluctuation. The accuracy of short-term wind power forecasts is greatly affected by the quality of Numerical Weather Prediction (NWP)
Externí odkaz:
https://doaj.org/article/049e2311c8fd4ff09063f12d7fd9de48
Publikováno v:
Sensors, Vol 24, Iss 17, p 5501 (2024)
Wind energy is a clean energy source that is characterised by significant uncertainty. The electricity generated from wind power also exhibits strong unpredictability, which when integrated can have a substantial impact on the security of the power g
Externí odkaz:
https://doaj.org/article/8fdea20db8b7411b9320f86951015fb9
Publikováno v:
Energies, Vol 17, Iss 13, p 3313 (2024)
Wind energy, as a key link in renewable energy, has seen its penetration in the power grid increase in recent years. In this context, accurate and reliable short-term wind power prediction is particularly important for the real-time scheduling and op
Externí odkaz:
https://doaj.org/article/483dfed25b694d878602ce85b4c27fd4
Publikováno v:
Frontiers in Energy Research, Vol 11 (2024)
As a kind of clean and renewable energy, wind power is of great significance for alleviating energy crisis and environmental pollution. However, the strong randomness and large volatility of wind power bring great challenges to the dispatching and sa
Externí odkaz:
https://doaj.org/article/0bd7fb6371094c1a823988f180136d98
Publikováno v:
Sensors, Vol 24, Iss 8, p 2521 (2024)
Soft sensors have been extensively utilized to approximate real-time power prediction in wind power generation, which is challenging to measure instantaneously. The short-term forecast of wind power aims at providing a reference for the dispatch of t
Externí odkaz:
https://doaj.org/article/9e84fa0f7fc04bf7bc74750f7dcd50a0
Publikováno v:
IEEE Access, Vol 11, Pp 131418-131434 (2023)
Accurate short-term wind power prediction is of great significance to the real-time dispatching of power systems and the development of wind power generation plans. However, existing methods for wind power prediction have the following problems: 1) s
Externí odkaz:
https://doaj.org/article/b03c3d8983784a14a925a8996f2aa87b
Publikováno v:
Energy Reports, Vol 8, Iss , Pp 800-809 (2022)
Under the framework of the gradual scarcity of fossil energy, how to make better use of wind power to provide a safe and effective guarantee for the power grid has become a hot topic today. Aiming at the problems of existing short-term wind power pre
Externí odkaz:
https://doaj.org/article/47519e42475a4b9c898c44c1e4ea8601
Autor:
Hang He, Manman Yuan
Publikováno v:
Frontiers in Energy Research, Vol 11 (2023)
With the emergence of various new power systems, accurate wind power prediction plays a critical role in their safety and stability. However, due to the historical wind power data with few samples, it is difficult to ensure the accuracy of power syst
Externí odkaz:
https://doaj.org/article/64e12312d26d4aaf907bd80f102d0f0c